Triple

T9562402
Position Surface form Disambiguated ID Type / Status
Subject Benham-class destroyer E230705 entity
Predicate followedBy P78 FINISHED
Object Gleaves-class destroyer
The Gleaves-class destroyer was a World War II–era class of U.S. Navy destroyers known for their versatility, heavy torpedo armament, and extensive service in both the Atlantic and Pacific theaters.
 E812490 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Gleaves-class destroyer | Statement: [Benham-class destroyer, followedBy, Gleaves-class destroyer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gleaves-class destroyer
Context triple: [Benham-class destroyer, followedBy, Gleaves-class destroyer]
  • A. Gridley-class destroyer
    The Gridley-class destroyer was a group of U.S. Navy warships built in the late 1930s, notable for their heavy torpedo armament and service during World War II in the Pacific.
  • B. Benson-class destroyer
    The Benson-class destroyer was a World War II–era class of U.S. Navy destroyers known for their improved anti-aircraft armament, speed, and versatility in escort and fleet operations.
  • C. Allen M. Sumner-class destroyer
    The Allen M. Sumner-class destroyer was a World War II–era class of U.S. Navy warships known for their enhanced anti-aircraft armament, improved stability, and extensive postwar service.
  • D. Benham-class destroyer
    The Benham-class destroyer was a group of U.S. Navy warships built in the late 1930s that featured improved torpedo armament and served extensively during World War II.
  • E. V-class destroyer
    The V-class destroyer was a group of Royal Navy destroyers built during World War I, known for their speed, versatility, and long service lives across multiple navies.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Gleaves-class destroyer
Triple: [Benham-class destroyer, followedBy, Gleaves-class destroyer]
Generated description
The Gleaves-class destroyer was a World War II–era class of U.S. Navy destroyers known for their versatility, heavy torpedo armament, and extensive service in both the Atlantic and Pacific theaters.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gleaves-class destroyer
Target entity description: The Gleaves-class destroyer was a World War II–era class of U.S. Navy destroyers known for their versatility, heavy torpedo armament, and extensive service in both the Atlantic and Pacific theaters.
  • A. Gridley-class destroyer
    The Gridley-class destroyer was a group of U.S. Navy warships built in the late 1930s, notable for their heavy torpedo armament and service during World War II in the Pacific.
  • B. Benson-class destroyer
    The Benson-class destroyer was a World War II–era class of U.S. Navy destroyers known for their improved anti-aircraft armament, speed, and versatility in escort and fleet operations.
  • C. Allen M. Sumner-class destroyer
    The Allen M. Sumner-class destroyer was a World War II–era class of U.S. Navy warships known for their enhanced anti-aircraft armament, improved stability, and extensive postwar service.
  • D. Benham-class destroyer
    The Benham-class destroyer was a group of U.S. Navy warships built in the late 1930s that featured improved torpedo armament and served extensively during World War II.
  • E. V-class destroyer
    The V-class destroyer was a group of Royal Navy destroyers built during World War I, known for their speed, versatility, and long service lives across multiple navies.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69ca847e53a88190a60eed7e02257f10 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cd9965e7b881909df98e933db38092 completed April 1, 2026, 10:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69d18214e1cc8190a66582a1af26cac3 completed April 4, 2026, 9:26 p.m.
NEDg Description generation batch_69d18601f5188190a6412ee2ffb1c888 completed April 4, 2026, 9:43 p.m.
NED2 Entity disambiguation (via description) batch_69d18653a5008190879557508f727f66 completed April 4, 2026, 9:44 p.m.
Created at: March 30, 2026, 8:03 p.m.